Representation Learning

Transformer Language Models without Positional Encodings Still Learn Positional Information EMNLP 2022 Transformer with Memory Replay AAAI 2022 Transport-Oriented Feature Aggregation for Speaker Embedding Learning Interspeech 2022 TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation EMNLP 2022 Understanding and Extending Subgraph GNNs by Rethinking Their Symmetries NeurIPS 2022 Understanding Game-Playing Agents with Natural Language Annotations ACL 2022 Understanding Robust Learning through the Lens of Representation Similarities NeurIPS 2022 Unifying Data Perspectivism and Personalization: An Application to Social Norms EMNLP 2022 UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning EMNLP 2022 UNIREX: A Unified Learning Framework for Language Model Rationale Extraction ACL 2022 UNIST: Unpaired Neural Implicit Shape Translation Network CVPR 2022 Universal and Independent: Multilingual Probing Framework for Exhaustive Model Interpretation and Evaluation EMNLP 2022 UniXcoder: Unified Cross-Modal Pre-training for Code Representation ACL 2022 Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning AAAI 2022 Unobserved Local Structures Make Compositional Generalization Hard EMNLP 2022 Unsupervised Domain Adaptation for Joint Information Extraction EMNLP 2022 Unsupervised Geometric and Topological Approaches for Cross-Lingual Sentence Representation and Comparison ACL 2022 Unsupervised Learning for Human Sensing Using Radio Signals WACV 2022 Unsupervised Learning of Compositional Scene Representations from Multiple Unspecified Viewpoints AAAI 2022 Unsupervised Learning of Group Invariant and Equivariant Representations NeurIPS 2022 Unsupervised Learning of Shape Programs with Repeatable Implicit Parts NeurIPS 2022 Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic Models NeurIPS 2022 Unsupervised Token-level Hallucination Detection from Summary Generation By-products EMNLP 2022 URetinex-Net: Retinex-Based Deep Unfolding Network for Low-Light Image Enhancement CVPR 2022 Use All the Labels: A Hierarchical Multi-Label Contrastive Learning Framework CVPR 2022